Previously, the test set consisted of samples originating from the same distribution as that of training. In this experiment, we aim to assess the deterioration under natural distribution shift of the datasets. Natural shift implies a subtle change in scene composition, object types, lighting conditions, and many others [1]}. It is logical to assume that a DNN is bound to confront such images in the real world.
